# GraphQL Schema Embedder MCP Server

> Use this tool when you need to efficiently search and query GraphQL schemas, enabling large language models (LLMs) to discover relevant schema signatures and execute queries against live endpoints. It solves problems of slow lookup and discovery of types and fields in complex GraphQL schemas. The tool takes GraphQL schemas as input and outputs embedded schema representations, allowing for fast semantic search and query execution.

Canonical page: https://skillsregistry.net/skills/thorekoritzius-graphql-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/thorekoritzius-graphql-mcp-server

## Description

Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ynszk65kxy)
- **Repository:** <https://github.com/ThoreKoritzius/graphql-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "thorekoritzius-graphql-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/thorekoritzius-graphql-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/thorekoritzius-graphql-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt